A showcase of my research, projects, and professional work
Applied AI / LLM Agents
Designed the agentic tool suite for a production LLM assistant that lets maintenance managers ask about any aircraft in plain English. It selects and chains self-contained tools per question â pulling ML reports, cohort stats, and records â then cross-checks every answer against structured data before replying.
Machine Learning / Aviation
Lead developer for the Generalized Anomaly Detection (GADfly) program at Savvy Aviation. Using machine learning models to analyze engine monitor data for predictive maintenance of piston aircraft.
Read More âPredictive Maintenance
Lead developer of machine learning models that detect failing exhaust valves in piston aircraft engines before catastrophic failure, using engine-monitor data to identify early warning signs. In production, FEVA has produced 58,000+ reports across 7,400+ aircraft (~1,400/month).
Aviation Tool
A web-based Cessna 172S performance calculator for takeoff, climb, and cruise calculations. Built as an aid to flight instruction and planning, using POH data with interpolation.
Try It âOpen-Source Aviation Education
An open-source, collaborative library of flight-training lesson plans for CFIs, student pilots, and aviation enthusiasts. A searchable, Markdown-based static site built to make quality flight-training resources freely available and continuously improved by the community.
View Site â GitHub âPhD Dissertation
Doctoral research combining theoretical and experimental approaches to study molecular machines. Super-resolution single-molecule fluorescence microscopy studies of biomimetic systems.
View Dissertation âDefense Technology
Experimentation and prototyping work evaluating emerging technologies for Marine Corps capabilities. Testing novel technologies in operational environments and developing new concepts.
Published Research
Research publication on tracking individual membrane proteins and their biochemistry using direct observation techniques. Published in peer-reviewed journal.
Read Paper â